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feat: Add Dragonfly vector database cookbook with hybrid search examples - #48

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feat: Add Dragonfly vector database cookbook with hybrid search examples#48
yishangupenn wants to merge 5 commits into
mainfrom
upstream-pr-1976

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@yishangupenn yishangupenn commented Mar 10, 2026

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Copied from upstream: openai/openai-cookbook#1976
Original author: @vyavdoshenko
Originally opened: 2025-07-28


Summary

This PR introduces a comprehensive Dragonfly vector database cookbook with practical examples of vector similarity search and hybrid queries using OpenAI embeddings, plus improvements to the Redis examples.

Motivation

This addition makes Dragonfly accessible to OpenAI Cookbook users and provides a practical alternative to Redis for vector database use cases, while also improving the Redis examples with proper dependency management.


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When contributing new content, read through our contribution guidelines, and mark the following action items as completed:

  • I have added a new entry in registry.yaml (and, optionally, in authors.yaml) so that my content renders on the cookbook website.
  • I have conducted a self-review of my content based on the contribution guidelines:
  • Relevance: This content is related to building with OpenAI technologies and is useful to others.
  • Uniqueness: I have searched for related examples in the OpenAI Cookbook, and verified that my content offers new insights or unique information compared to existing documentation.
  • Spelling and Grammar: I have checked for spelling or grammatical mistakes.
  • Clarity: I have done a final read-through and verified that my submission is well-organized and easy to understand.
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